Recent posts tagged softwareengineering

Introduction We have spent the last two years building "Stateless Chatbots." You know the drill: a user opens your app, types a prompt, gets an answer, and closes the tab. The next day, they come back, and the AI has complete amnesia. It doesn't kno...

For a long time, I thought improvement in tech mainly meant better code. Cleaner architecture. Faster queries. Lower latency. Better models. But recently, while working on process optimization in a real business environment, I realized something unc...

How research and green software engineering changed the way I see code For a long time, I thought software engineering was only about features, performance, and shipping products. Today, I realize it’s much deeper than that. A small shift in per...

Introduction A large part of software engineering involves not only designing and creating new programs, but also working with existing codebases. Due to a number of reasons, we may need to make changes to the codebase. There are codebases where cha...

As the Founder of ReThynk AI, I don’t use AI code review to “approve faster.” I use it to catch what humans miss when they’re tired, rushed, or too close to the code. But only if I use a checklist that forces real scrutiny, not shallow comments lik...

Returning readers, thank you for joining me again; for first-time readers, welcome. This article is something special—the humble beginnings of a digital rebellion against computational waste and the industry tyrants. I. Born of Desperation, Built fo...

Manuela Schrittwieser – Full-Stack-AI-Dev & Tech-Writer As the year turns, professionals in the fast-paced tech industry often set ambitious goals, only to see them fade by February. Vague resolutions like "learn more AI" or "become a better develo...

We have all seen it happen in team Slack channels or on Twitter. One engineer calls Claude Sonnet a game-changer that doubled their output, while another engineer calls the same model a hallucinating mess that writes buggy code. Why the discrepancy?...

Planning your next sprint? and still have tasks left over from the last one? Before you roll them into the next sprint like nothing happened, let’s talk about why tasks often spill over — and more importantly, how to prevent it. This guide is for ...

Simulating natural selection to solve computer science problems! While researching some of the newer developments in computer science, I explored using a Genetic Algorithm to automatically "evolve" a high quality test suite for a tricky e-commerce pr...

Graphite's New PR Page Tackles the Problem Nobody's Talking About AI is writing more code. Everyone knows this. But here's what people aren't thinking about: if AI writes 4x more code, someone still has to review, test, merge, and deploy all of it...

This is the teaser post of the original1 review that is pretty detailed, containing images and diagrams. Meszaros G., xUnit Test Patterns 2007 Extract This bookhttps://www.amazon.com/xUnit-Test-Patterns-Refactoring-Code/dp/0131495054 is essential ...

Introduction Most backend developers eventually reach a point where they realize: learning another framework won’t meaningfully move them up to senior level. You can know Spring, Quarkus, Node, Nest, Django, whatever – and still not actually underst...

Top 5 Developer Articles of the Week on CoderLegion Every week, the CoderLegion community brings together developers from around the world to share practical insights, experiments, and honest experiences from the trenches of coding. Here are the fiv...

Java's Real AI Strategy: Beyond the Hype at Oracle AI World At Oracle AI World, the Java team delivered a message that cuts through the AI hype: 95% of enterprise AI integration projects fail. The reason? Organizations are trying to build productio...

Review of The Pragmatic Programmer: Lessons for Every Developer As a developer, I often look for books that go beyond syntax and frameworks—books that shape how I think about coding and problem-solving. While browsing my LinkedIn feed one day, I cam...

Introduction Software is a critical part of the modern world and it needs people to design, develop, test and maintain it. Due to the nature of life, there are often turnovers on a company's payroll. Employees retire, die or leave their role for oth...

I'm excited to share the MVP of my latest personal project: a fully end-to-end automated YouTube video factory. This system is designed to transform a simple text idea into a complete, published video, supporting both short-form Shorts and long-form ...

How Graphite Solves the AI Code Review Bottleneck That's Slowing Down Development Teams AI has fundamentally changed how we write code, but it's created an unexpected problem: the faster we generate code, the bigger our review bottleneck becomes. M...